Scholar
Youzuo Lin
Google Scholar ID: CMXuHYgAAAAJ
Associate Professor, The University of North Carolina at Chapel Hill
Citations & Impact
Citations
2,753
H-index
25
i10-index
56
Publications
20
Co-authors
17
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Awarded NVIDIA Academic Grant (2025) for high-performance GPUs and hardware
- NSF-funded project: 'Advancing Scientific Machine Learning for Wave Imaging' (2025)
- Collaborative NSF project: 'Quantum Cyberinfrastructure for Geoscience' (2025)
- DOE-ASCR program award (2024)
- Papers accepted to ICML 2025, ICLR 2025, AAAI 2025, and The Leading Edge
- Appointed to the Editorial Board of IEEE Open Journal of Signal Processing (2025)
- Launched Kaggle Competition on Geophysical Waveform Inversion (2025)
- Developed benchmark datasets: OpenFWI and EFWI for seismic full-waveform inversion
- Work featured in NVIDIA's PhysicsNemo diffusion-based FWI demo
Background
- Associate Professor at the School of Data Science and Society, University of North Carolina at Chapel Hill
- Adjunct Professor in the Department of Earth, Marine and Environmental Sciences and the Department of Mathematics
- Former Senior Scientist (2010–2024) in the Earth and Environmental Science Division at Los Alamos National Laboratory
- Research focuses on scientific machine learning (AI for Science), deep learning, computational methods, and their applications in medical imaging, signal and image analysis, and geoscience
- Specific interests include ultrasound imaging and cancer detection, subsurface imaging for energy exploration, and time series classification for small earthquake detection
